Wearable Fall Detector Using Recurrent Neural Networks
Luna-Perejón, Francisco, Domínguez-Morales, Manuel Jesús, Civit-Balcells, Antón
Published in Sensors (Basel, Switzerland) (08.11.2019)
Published in Sensors (Basel, Switzerland) (08.11.2019)
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Journal Article
Deep Learning System for COVID-19 Diagnosis Aid Using X-ray Pulmonary Images
Civit-Masot, Javier, Luna-Perejon, Francisco, Morales, Manuel Dominguez, Civit, Anton
Published in Applied sciences (01.07.2020)
Published in Applied sciences (01.07.2020)
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Journal Article
AnkFall-Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
Luna-Perejón, Francisco, Muñoz-Saavedra, Luis, Civit-Masot, Javier, Civit, Anton, Domínguez-Morales, Manuel
Published in Sensors (Basel, Switzerland) (08.03.2021)
Published in Sensors (Basel, Switzerland) (08.03.2021)
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Journal Article
Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors
Luna-Perejón, Francisco, Salvador-Domínguez, Blas, Perez-Peña, Fernando, Corral, José María Rodríguez, Escobar-Linero, Elena, Morgado-Estévez, Arturo
Published in Sensors (Basel, Switzerland) (23.01.2023)
Published in Sensors (Basel, Switzerland) (23.01.2023)
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Journal Article
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images
Muñoz-Saavedra, Luis, Escobar-Linero, Elena, Civit-Masot, Javier, Luna-Perejón, Francisco, Civit, Antón, Domínguez-Morales, Manuel
Published in Sensors (Basel, Switzerland) (01.08.2023)
Published in Sensors (Basel, Switzerland) (01.08.2023)
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Journal Article
Classification of skin blemishes with cell phone images using deep learning techniques
Rangel-Ramos, José Antonio, Luna-Perejón, Francisco, Civit, Anton, Domínguez-Morales, Manuel
Published in Heliyon (15.04.2024)
Published in Heliyon (15.04.2024)
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Journal Article
Does Two-Class Training Extract Real Features? A COVID-19 Case Study
Muñoz-Saavedra, Luis, Civit-Masot, Javier, Luna-Perejón, Francisco, Domínguez-Morales, Manuel, Civit, Antón
Published in Applied sciences (01.02.2021)
Published in Applied sciences (01.02.2021)
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Journal Article
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
Escobar-Linero, Elena, Luna-Perejón, Francisco, Muñoz-Saavedra, Luis, Sevillano, José Luis, Domínguez-Morales, Manuel
Published in Engineering applications of artificial intelligence (01.09.2022)
Published in Engineering applications of artificial intelligence (01.09.2022)
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Journal Article
A study on the use of Edge TPUs for eye fundus image segmentation
Civit-Masot, Javier, Luna-Perejón, Francisco, Corral, José María Rodríguez, Domínguez-Morales, Manuel, Morgado-Estévez, Arturo, Civit, Antón
Published in Engineering applications of artificial intelligence (01.09.2021)
Published in Engineering applications of artificial intelligence (01.09.2021)
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Journal Article
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification
Rodríguez Corral, José María, Civit-Masot, Javier, Luna-Perejón, Francisco, Díaz-Cano, Ignacio, Morgado-Estévez, Arturo, Domínguez-Morales, Manuel
Published in Engineering applications of artificial intelligence (01.01.2024)
Published in Engineering applications of artificial intelligence (01.01.2024)
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Journal Article
Diagnosis Aid System for Colorectal Cancer Using Low Computational Cost Deep Learning Architectures
Gago-Fabero, Álvaro, Muñoz-Saavedra, Luis, Civit-Masot, Javier, Luna-Perejón, Francisco, Rodríguez Corral, José María, Domínguez-Morales, Manuel
Published in Electronics (Basel) (01.06.2024)
Published in Electronics (Basel) (01.06.2024)
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Journal Article
IoT Device for Sitting Posture Classification Using Artificial Neural Networks
Luna-Perejón, Francisco, Montes-Sánchez, Juan Manuel, Durán-López, Lourdes, Vazquez-Baeza, Alberto, Beasley-Bohórquez, Isabel, Sevillano-Ramos, José L.
Published in Electronics (Basel) (01.08.2021)
Published in Electronics (Basel) (01.08.2021)
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Journal Article
IoT garment for remote elderly care network
Luna-Perejón, Francisco, Muñoz-Saavedra, Luis, Castellano-Domínguez, Jose M., Domínguez-Morales, Manuel
Published in Biomedical signal processing and control (01.08.2021)
Published in Biomedical signal processing and control (01.08.2021)
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Journal Article
Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
Muñoz-Saavedra, Luis, Luna-Perejón, Francisco, Civit-Masot, Javier, Miró-Amarante, Lourdes, Civit, Anton, Domínguez-Morales, Manuel
Published in Electronics (Basel) (01.11.2020)
Published in Electronics (Basel) (01.11.2020)
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Journal Article
Tailoring motivational health messages for smoking cessation using an mHealth recommender system integrated with an electronic health record: a study protocol
Hors-Fraile, Santiago, Schneider, Francine, Fernandez-Luque, Luis, Luna-Perejon, Francisco, Civit, Anton, Spachos, Dimitris, Bamidis, Panagiotis, de Vries, Hein
Published in BMC public health (05.06.2018)
Published in BMC public health (05.06.2018)
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Journal Article
Opening the Black Box: Explaining the Process of Basing a Health Recommender System on the I-Change Behavioral Change Model
Hors-Fraile, Santiago, Malwade, Shwetambara, Luna-Perejon, Francisco, Amaya, Claudio, Civit, Anton, Schneider, Francine, Bamidis, Panagiotis, Syed-Abdul, Shabbir, Li, Yu-Chuan, de Vries, Hein
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
TPU Cloud-based Generalized U-Net for Eye Fundus Image Segmentation
Civit, Javier, Luna-Perejon, Francisco, Vicente-Diaz, Saturnino, Corral, Jose Maria Rodriguez, Civit, Anton
Published in IEEE access (01.01.2019)
Published in IEEE access (01.01.2019)
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Journal Article